Koski, Heli Research director, Etla & Research director, Aalto University Doctor of Economic Sciences heli.koski@etla.fi +358 50 4663214 Competition, innovation, data economy Download HiRes Image
19.11.2019 Publications Working Papers 72 Data Markets in Making: The Role of Technology Giants Koski HeliPantzar Mika This paper focuses on the role of large technology companies’ entry and expansion to the data-intensive market areas via
02.08.2019 Academic Publications Publications What Company Characteristics Are Associated With the Adoption of Social Media? Koski HeliPajarinen MikaRouvinen Petri In just one decade, social media have moved from being marginal phenomena to having three billion active monthly users
29.04.2019 Other publications Publications Environmental Policy, Green Innovation and Market Developments Koski HeliOllikka KimmoYlhäinen Ilkka This report explores the implementation of various R&D subsidies and other environmental policy instruments among the OECD countries from
26.03.2019 Books Publications Suomen kasvu (Finnish Economic Growth) Holmström BengtHonkapohja SeppoHuhtala AnniHyytinen AriKauhanen AnttiKoski HeliKuusi TeroMaliranta MikaNilsson Hakkala KatariinaPoutvaara PanuRouvinen PetriToivanen OttoVihriälä Vesa The book attempts to shed light on the preconditions for Finnish economic growth in the next 10–15 years. Based
14.02.2019 Other publications Publications Finnish AI Competences and How to Make Them Stronger Ailisto HeikkiNeuvonen AnssiSeppälä TimoHalén MarcoNyman HenrikHelaakoski Heli This policy brief describes the artificial intelligence (AI) competences in Finland in the areas of research, education and the
26.10.2018 Publications Working Papers 61 How Do Competition Policy and Data Brokers Shape Product Market Competition? Koski Heli This paper empirically analyzes how a data broker affects competition in oligopolistic product markets. It examines a unique case
20.09.2018 Other publications Publications Tools for Artificial Intelligence Discussion Ailisto HeikkiHeikkilä EetuHelaakoski HeliNeuvonen AnssiSeppälä Timo Artificial intelligence enables machines, software, systems and services to act reasonably according to their task and situation. This Policy
25.05.2018 Briefs Publications Do Personal Data Related Innovation Boost Firm Value? Koski Heli Personal data is increasingly used in business value creation. Data from the years 2007–2014 suggest that firms’ personal data
25.05.2018 Publications Working Papers 59 Investor Attention and Technology Salience: Does Personal Data Related Innovation Boost Firm Value? Koski HeliLuukkonen Juha This paper empirically analyzes how markets value personal data related innovation in four prominent domains, in which firms’ potential
28.04.2017 Other publications Publications Digitalization changes the world – are new statistics needed to support economic policy? Kotiranta AnnuKoski HeliPajarinen MikaRouvinen PetriYlhäinen Ilkka With artificial intelligence, cloud computing, and other recent digitalization phenomena, we are about to enter the second era of
22.12.2016 Latest Publications Working Papers 45 Technology Disruptions as Enablers of Organizational and Social Innovation in Digitalized Environment Koski HeliMelkas HelinäMäntylä MarttiPieters RoelSvento RauliSärkikoski TuomoTalja HeliHyyppä JuhaKaartinen HarriHyyppä HannuMatikainen Leena This paper illustrates how disruptive technologies primarily shaking the functioning of service sector are spreading to the manufacturing industries,
14.08.2015 Publications Working Papers 30 Commercial success of innovation: the roles of R&D cooperation and firm age Koski Heli Data comprising 1790 Finnish firms and covering the years 2006-2012 suggest that turnover from innovative sales per employee were
